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Using machine learning and deep learning algorithms for downtime minimization in manufacturing systems: an early failure detection diagnostic service
Shahin, Mohammad, Chen, F. Frank, Hosseinzadeh, Ali, Zand, Neda
Published in International journal of advanced manufacturing technology (01.10.2023)
Published in International journal of advanced manufacturing technology (01.10.2023)
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Journal Article
Deep learning algorithms for detection of diabetic retinopathy in retinal fundus photographs: A systematic review and meta-analysis
Islam, Md Mohaimenul, Yang, Hsuan-Chia, Poly, Tahmina Nasrin, Jian, Wen-Shan, (Jack) Li, Yu-Chuan
Published in Computer methods and programs in biomedicine (01.07.2020)
Published in Computer methods and programs in biomedicine (01.07.2020)
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Journal Article
Comparisons of deep learning algorithms for diagnosing bacterial keratitis via external eye photographs
Kuo, Ming-Tse, Hsu, Benny Wei-Yun, Lin, Yi-Sheng, Fang, Po-Chiung, Yu, Hun-Ju, Chen, Alexander, Yu, Meng-Shan, Tseng, Vincent S.
Published in Scientific reports (20.12.2021)
Published in Scientific reports (20.12.2021)
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Journal Article
MRI classification of progressive supranuclear palsy, Parkinson disease and controls using deep learning and machine learning algorithms for the identification of regions and tracts of interest as potential biomarkers
Volkmann, Heiko, Höglinger, Günter U., Grön, Georg, Bârlescu, Lavinia A., Müller, Hans-Peter, Kassubek, Jan
Published in Computers in biology and medicine (01.02.2025)
Published in Computers in biology and medicine (01.02.2025)
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Journal Article
Deep Learning–Based ASPECTS Algorithm Enhances Reader Performance and Reduces Interpretation Time
Ayobi, Angela, Davis, Adam, Chang, Peter D., Chow, Daniel S., Nael, Kambiz, Tassy, Maxime, Quenet, Sarah, Fogola, Sylvain, Shabe, Peter, Fussell, David, Avare, Christophe, Chaibi, Yasmina
Published in American journal of neuroradiology : AJNR (04.03.2025)
Published in American journal of neuroradiology : AJNR (04.03.2025)
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Journal Article
Diagnostic accuracy of deep learning using speech samples in depression: a systematic review and meta-analysis
Liu, Lidan, Liu, Lu, Wafa, Hatem A, Tydeman, Florence, Xie, Wanqing, Wang, Yanzhong
Published in Journal of the American Medical Informatics Association : JAMIA (01.10.2024)
Published in Journal of the American Medical Informatics Association : JAMIA (01.10.2024)
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Journal Article
Machine-learning-based diagnostics of EEG pathology
Gemein, Lukas A.W., Schirrmeister, Robin T., Chrabąszcz, Patryk, Wilson, Daniel, Boedecker, Joschka, Schulze-Bonhage, Andreas, Hutter, Frank, Ball, Tonio
Published in NeuroImage (Orlando, Fla.) (15.10.2020)
Published in NeuroImage (Orlando, Fla.) (15.10.2020)
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Journal Article
Evaluation of techniques to improve a deep learning algorithm for the automatic detection of intracranial haemorrhage on CT head imaging
Yeo, Melissa, Tahayori, Bahman, Kok, Hong Kuan, Maingard, Julian, Kutaiba, Numan, Russell, Jeremy, Thijs, Vincent, Jhamb, Ashu, Chandra, Ronil V., Brooks, Mark, Barras, Christen D., Asadi, Hamed
Published in European radiology experimental (10.04.2023)
Published in European radiology experimental (10.04.2023)
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Journal Article
A maChine and deep Learning Approach to predict pulmoNary hyperteNsIon in newbornS with congenital diaphragmatic Hernia (CLANNISH): Protocol for a retrospective study
Amodeo, Ilaria, De Nunzio, Giorgio, Raffaeli, Genny, Borzani, Irene, Griggio, Alice, Conte, Luana, Macchini, Francesco, Condò, Valentina, Persico, Nicola, Fabietti, Isabella, Ghirardello, Stefano, Pierro, Maria, Tafuri, Benedetta, Como, Giuseppe, Cascio, Donato, Colnaghi, Mariarosa, Mosca, Fabio, Cavallaro, Giacomo
Published in PloS one (09.11.2021)
Published in PloS one (09.11.2021)
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Journal Article
Electrocardiogram-based deep learning algorithm for the screening of obstructive coronary artery disease
Choi, Seong Huan, Lee, Hyun-Gye, Park, Sang-Don, Bae, Jang-Whan, Lee, Woojoo, Kim, Mi-Sook, Kim, Tae-Hun, Lee, Won Kyung
Published in BMC cardiovascular disorders (07.06.2023)
Published in BMC cardiovascular disorders (07.06.2023)
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Journal Article
Coronary artery disease detection using artificial intelligence techniques: A survey of trends, geographical differences and diagnostic features 1991–2020
Alizadehsani, Roohallah, Khosravi, Abbas, Roshanzamir, Mohamad, Abdar, Moloud, Sarrafzadegan, Nizal, Shafie, Davood, Khozeimeh, Fahime, Shoeibi, Afshin, Nahavandi, Saeid, Panahiazar, Maryam, Bishara, Andrew, Beygui, Ramin E., Puri, Rishi, Kapadia, Samir, Tan, Ru-San, Acharya, U Rajendra
Published in Computers in biology and medicine (01.01.2021)
Published in Computers in biology and medicine (01.01.2021)
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Journal Article
Validation of expert system enhanced deep learning algorithm for automated screening for COVID-Pneumonia on chest X-rays
Gidde, Prashant Sadashiv, Prasad, Shyam Sunder, Singh, Ajay Pratap, Bhatheja, Nitin, Prakash, Satyartha, Singh, Prateek, Saboo, Aakash, Takhar, Rohit, Gupta, Salil, Saurav, Sumeet, M. V., Raghunandanan, Singh, Amritpal, Sardana, Viren, Mahajan, Harsh, Kalyanpur, Arjun, Mandal, Atanendu Shekhar, Mahajan, Vidur, Agrawal, Anurag, Agrawal, Anjali, Venugopal, Vasantha Kumar, Singh, Sanjay, Dash, Debasis
Published in Scientific reports (01.12.2021)
Published in Scientific reports (01.12.2021)
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Journal Article
A machine learning algorithm to increase COVID-19 inpatient diagnostic capacity
Goodman-Meza, David, Rudas, Akos, Chiang, Jeffrey N., Adamson, Paul C., Ebinger, Joseph, Sun, Nancy, Botting, Patrick, Fulcher, Jennifer A., Saab, Faysal G., Brook, Rachel, Eskin, Eleazar, An, Ulzee, Kordi, Misagh, Jew, Brandon, Balliu, Brunilda, Chen, Zeyuan, Hill, Brian L., Rahmani, Elior, Halperin, Eran, Manuel, Vladimir
Published in PloS one (22.09.2020)
Published in PloS one (22.09.2020)
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Journal Article
Development of a deep learning algorithm for Paneth cell density quantification for inflammatory bowel disease
Kang, Liang-I, Sarullo, Kathryn, Marsh, Jon N., Lu, Liang, Khonde, Pooja, Ma, Changqing, Haritunians, Talin, Mujukian, Angela, Mengesha, Emebet, McGovern, Dermot P.B., Stappenbeck, Thaddeus S., Swamidass, S. Joshua, Liu, Ta-Chiang
Published in EBioMedicine (01.12.2024)
Published in EBioMedicine (01.12.2024)
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Journal Article
Evaluation of machine learning algorithms and structural features for optimal MRI-based diagnostic prediction in psychosis
Salvador, Raymond, Radua, Joaquim, Canales-Rodríguez, Erick J., Solanes, Aleix, Sarró, Salvador, Goikolea, José M., Valiente, Alicia, Monté, Gemma C., Natividad, María del Carmen, Guerrero-Pedraza, Amalia, Moro, Noemí, Fernández-Corcuera, Paloma, Amann, Benedikt L., Maristany, Teresa, Vieta, Eduard, McKenna, Peter J., Pomarol-Clotet, Edith
Published in PloS one (20.04.2017)
Published in PloS one (20.04.2017)
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Journal Article